Ministry of Manpower
09.2021 - 02.2022
-Built Excel and web automation workflows using UiPath to streamline administrative processes
- Developed and tested automation scripts to reduce manual data handling
Soh Shi Wei
Summary
Applied Artificial Intelligence undergraduate with hands-on experience in machine learning, computer vision, NLP, and data engineering. Built end-to-end AI systems using Python, PyTorch, and SQL through academic and team-based projects.
Work History
Education
DIPLOMA IN MULTIMEDIA & INFOCOMM TECHNOLOGY - Information Technology
Nanyang Polytechnic (NYP)
04.2001 -
Applied Artificial Intelligence -
Singapore Institute of Technology
04.2001 -
Skills
Friendly, positive attitude
Teamwork and collaboration
TECHNICAL SKILLSLanguages: Python, SQLMachine Learning: Supervised learning, recommender systems, computer visionFrameworks & Tools: PyTorch, YOLO, UiPathData: Pandas, data preprocessing, feature engineering
Timeline
Ministry of Manpower
09.2021 - 02.2022
DIPLOMA IN MULTIMEDIA & INFOCOMM TECHNOLOGY - Information Technology
Nanyang Polytechnic (NYP)
04.2001 -
Applied Artificial Intelligence -
Singapore Institute of Technology
04.2001 -
Projects
Movie Recommendation System | Python, NLP
- Designed a hybrid recommender using content-based embeddings and collaborative filtering
- Processed movie metadata and user ratings to generate personalized recommendations
Recyclable Materials Classifier | YOLO, Computer Vision
- Trained an object detection model to classify recyclable materials in images
- Evaluated model performance using precision and recall